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CORDIS

Cognitive Decentralised Edge Cloud Orchestration

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Retrocausal Attractor Dynamics in Recursive Self-Modeling Systems: A Path Integral Formulation (opens in new window)

Author(s): Nikolas Patrick Joseph Schoff
Published in: Dimension-W, Consciousness, & Constraint, 2026, ISSN 0000-0000
Publisher: Zenodo (OA)
DOI: 10.5281/ZENODO.18736552

Performance Evaluation of YOLOv8-Based Bib Number Detection in Media Streaming Race (opens in new window)

Author(s): Rafael Martínez, Álvaro Llorente, Alberto del Rio, Javier Serrano, David Jimenez
Published in: IEEE Transactions on Broadcasting, Issue 70, 2024, ISSN 0018-9316
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TBC.2024.3414656

Comparative Analysis of A3C and PPO Algorithms in Reinforcement Learning: A Survey on General Environments (opens in new window)

Author(s): Alberto del Rio, David Jimenez, Javier Serrano
Published in: IEEE Access, Issue 12, 2024, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3472473

Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques (opens in new window)

Author(s): Alberto del Rio, Javier Serrano, David Jimenez, Luis M. Contreras, Federico Alvarez
Published in: Computer Networks, Issue 244, 2024, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110334

Machine Learning-Based Network Anomaly Detection: Design, Implementation, and Evaluation (opens in new window)

Author(s): Pilar Schummer, Alberto del Rio, Javier Serrano, David Jimenez, Guillermo Sánchez, Álvaro Llorente
Published in: AI, Issue 5, 2024, ISSN 2673-2688
Publisher: MDPI AG
DOI: 10.3390/AI5040143

Exploiting Wide-Area Resource Elasticity With Fine-Grained Orchestration for Serverless Analytics (opens in new window)

Author(s): Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Fan Li, Xiaoming Fu
Published in: IEEE Transactions on Networking, Issue 33, 2025, ISSN 2998-4157
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNET.2024.3486788

A CODECO Case Study and Initial Validation for Edge Orchestration of Autonomous Mobile Robots (opens in new window)

Author(s): Hongyu Zhu, Tina Samizadeh, Rute C. Sofia
Published in: Computer, Issue 59, 2026, ISSN 0018-9162
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.48550/ARXIV.2511.08354

A Framework for Cognitive, Decentralized Container Orchestration (opens in new window)

Author(s): Rute C. Sofia et al.
Published in: IEEE Access, Issue 12, 2024, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3406861

A Pragmatical Approach to Anomaly Detection Evaluation in Edge Cloud Systems

Author(s): Skaperas, S., Koukis, G., Kapetanidou, I. A., Tsaoussidis, V., & Mamatas, L
Published in: INFOCOM 2024 ICCN: International Workshop on Intelligent Cloud Computing and Networking (ICCN),, 2024, ISSN 0000-0000
Publisher: IEEE

AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics

Author(s): Yuan, Tingting, Liang Mi, Weijun Wang, Haipeng Dai, and Xiaoming Fu
Published in: IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Publisher: IEEE

Creation of Topological Maps of Energy Consumption for IP Networks (opens in new window)

Author(s): Muñiz Da Costa, A., Armingol, P., Contreras, L. M., & Gonzalez de Dios, O
Published in: The 20th IEEE International Conference on Green Computing and Communications (GreenCom-2024)
Publisher: IEEE
DOI: 10.5281/ZENODO.12543860

Democratizing Predictive Analytics with Generative Artificial Intelligence towards AI-Native Networks (opens in new window)

Author(s): Georgios Samaras, Marinela Mertiri, Maria Evgenia Xezonaki, Vasileios Theodorou, Panteleimon Konstantinos Chartsias, & Theodoros Bozios
Published in: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024
Publisher: IEEE
DOI: 10.5281/ZENODO.12167955

Performance Evaluation of Kubernetes Networking Approaches across Constraint Edge Environments

Author(s): Georgios Koukis, Sotiris Skaperas∗†, Ioanna Angeliki Kapetanidou, Lefteris Mamatas, Vassilis Tsaoussidis
Published in: IEEE ISCC 2024 ECO workshop, 2024, ISSN 0000-0000
Publisher: IEEE

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

Author(s): Yuan, Tingting, Hwei-Ming Chung, Jie Yuan, and Xiaoming Fu
Published in: In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 37, No. 10, pp. 11763-11771)., 2023, ISSN 0000-0000
Publisher: Association for the Advancement of Artificial Intelligence

An Open-Source Experimentation Framework for the Edge Cloud Continuum

Author(s): Koukis, G., Skaperas, S., Kapetanidou, I. A., Tsaoussidis, V., & Mamatas, L
Published in: INFOCOM 2024 CNERT: Computer and Networking Experimental Research using Testbeds Workshop (CNERT), 2024, ISSN 0000-0000
Publisher: IEEE

Democratizing Predictive Analytics with Generative Artificial Intelligence towards AI-Native Networks

Author(s): Samaras, G., Mertiri, M., Xezonaki, M., Theodorou, V., Chartsias P.K., Bozios, T.,
Published in: inProc. IEEE ISCC 2024- ECO2024 Workshop, 2024
Publisher: IEEE

Enhancing Cloud-Based Application Component Placement with AI-Driven Operation

Author(s): Efterpi Paraskevoulakou, Totow Tom-Ata, Jean-Didier1 Symvoulidis, Chrysostomos, Kyriazis, Dimosthenis
Published in: 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC) , Las Vegas, USA, 8-14 January 2024, 2024, ISSN 0000-0000
Publisher: IEEE

Bridging Clusters: A Comparative Look at Multi-Cluster Networking Performance in Kubernetes (opens in new window)

Author(s): Sai Sindhur Malleni, Raúl Sevilla, José Castillo Lema, André Bauer
Published in: Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
Publisher: ACM
DOI: 10.1145/3676151.3719352

ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning (opens in new window)

Author(s): WEi, Xinghai Yuan, Tingting Yuan, Jie Liu, Dongxiao Fu, Xiaoming
Published in: AAMAS 2025, 2025
Publisher: ACM
DOI: 10.5281/ZENODO.19712795

Optimizing Energy Consumption of Kubernetes Clusters with Deep Reinforcement Learning (opens in new window)

Author(s): Alejandro Espinosa, Daniel Ulied, Josep Escrig, Adriana Fernández-Fernández, Rizkallah Touma
Published in: Frontiers in Artificial Intelligence and Applications, Artificial Intelligence Research and Development, 2024
Publisher: IOS Press
DOI: 10.3233/FAIA240406

Unlocking the Path Towards AI-Native Networks with Optimized Lightweight Large Language Models (opens in new window)

Author(s): Samaras, G., Mertiri, M., Xezonaki, M., Theodorou, V., Chartsias, P.K., Bozios, T.
Published in: inProc. IEEE International Mediterranean Conference on Communications and Networking (MeditCom 2024), 2024
Publisher: IEEE
DOI: 10.5281/ZENODO.12168011

BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge

Author(s): Sun, Lin, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, and Xiaoming Fu
Published in: IEEE Infocom 2024 workshop, 2024, ISSN 0000-0000
Publisher: IEEE

Comparative Stress Testing of Kubernetes Distributions and CNI Plugins (opens in new window)

Author(s): Koukis, Georgios, Skaperas, Sotiri,Mamatas, Lefteris3, Tsaoussidis, Vassilis
Published in: BalkanCom 2025
Publisher: n.a.
DOI: 10.13140/RG.2.2.18633.86885

Fine Time Measurement based Time Synchronization for Multi-AP Wireless Industrial Environments (opens in new window)

Author(s): Sugandh Huthanahally Mohan, Rute C. Sofia
Published in: 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2023
Publisher: IEEE
DOI: 10.1109/WIMOB58348.2023.10187788

Region-based Content Enhancement for Efficient Video Analytics at the Edge (opens in new window)

Author(s): Wang, Weijun Mi, Liang Cen, Shaowei Dai, Haipeng Li, Yuanchun Fu, Xiaoming Liu, Yunxin
Published in: NSDI 2025, 2025
Publisher: USENIX
DOI: 10.48550/ARXIV.2407.16990

EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines

Author(s): Hou, Biao, Song Yang, Fernando A. Kuipers, Lei Jiao, and Xiaoming Fu
Published in: In IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Publisher: IEEE

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